A novel statistical technique for intrusion detection systems(Article)

分享到

【作者】Kabir, E.，Hu, J.，Wang, H.，Zhuo, G.
【刊名】Future Generation Computer Systems
【作者单位】a School of Agricultural, Computational and Environmental Sciences, University of Southern Queensland, Toowoomba, Australia; b School of Engineering and Information Technology, University of New South Wales at the Australian Defence Force Academy ([email protected]), Canberra, Australia; c Centre for Applied Informatics, Victoria University, Melbourne, Australia; d Department of Computer Science, Taiyuan Normal University, China
【年份】2018
【卷号】Vol.79
【页码】303-318
【ISSN】0167-739X
【关键词】Intrusion detection system Least square support vector machine Network security Sampling
【摘要】 This paper proposes a novel approach for intrusion detection system based on sampling with Least Square Support Vector Machine (LS-SVM). Decision making is performed in two stages. In the first stage, the whole dataset is divided into some predetermi...
【文献类型】期刊